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数据融合技术在情报处理系统中的应用研究

Research on the Application of Data Fusion Technique in Information Processing Syatem

【作者】 鲁振平

【导师】 李建东;

【作者基本信息】 西安电子科技大学 , 通信与信息系统, 2000, 硕士

【摘要】 多传感器数据融合是指数据的综合与处理过程,即为了完成所需的决策和估计任务,对序列时刻上获得的各种传感器数据在一定准则下加以综合分析。该技术在军事上已得到了广泛的重视和应用。 本文重点讨论了雷达网的目标航迹的相关和融合问题,介绍并分析了多种相关和融合算法。所有这些问题的研究和讨论均依托于某重点军事课题,为工程实现做必要的理论和验证工作。另外还讨论了D-S方法在多源情报处理和分析中的应用问题。 计算机仿真或算法实现均利用Gensym公司的G2软件及其应用模块来完成。G2是功能强大的面向对象的实时专家系统软件。

【Abstract】 Multisensor data fusion is a way to synthesize and process multisource data, that is, in order to complete the task of decision-making and estimation, all the multisensor data obtained on a time sequences are to be synthesized according to some rules. This technique has been highly regarded and widely applied in military areas.In this paper the problems of target track association and track synthesis are discussed, and several association and synthesis algorithms are introduced and analyzed. All the research and discussion to these problems are related to a key military project, providing the necessary theory and its simulation to the project. And, the D-S evidential theory used to multisource intelligence processing and analyse is also discussed.All the computer simulations and algorithm realizations are completed by G2 software and its application modules, provided by Gensym Corp. G2 is a powerful 00 Real-Time Expert System software.

  • 【分类号】TP14
  • 【被引频次】1
  • 【下载频次】1
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